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Outcomes of arteriovenous malformations with single versus multiple draining veins: A multicenter study
Musmar, Basel; Abdalrazeq, Hammam; Adeeb, Nimer; Roy, Joanna M; Aslan, Assala; Tjoumakaris, Stavropoula I; Salim, Hamza Adel; Ogilvy, Christopher S; Baskaya, Mustafa K; Kondziolka, Douglas; Sheehan, Jason; Riina, Howard; Kandregula, Sandeep; Dmytriw, Adam A; Abushehab, Abdallah; El Naamani, Kareem; Abdelsalam, Ahmed; Ironside, Natasha; Kumbhare, Deepak; Gummadi, Sanjeev; Ataoglu, Cagdas; Essibayi, Muhammed Amir; Keles, Abdullah; Muram, Sandeep; Sconzo, Daniel; Rezai, Arwin; Alwakaa, Omar; Tos, Salem M; Mantziaris, Georgios; Park, Min S; Erginoglu, Ufuk; Pöppe, Johannes; Sen, Rajeev D; Griessenauer, Christoph J; Burkhardt, Jan-Karl; Starke, Robert M; Sekhar, Laligam N; Levitt, Michael R; Altschul, David J; Haranhalli, Neil; McAvoy, Malia; Zeineddine, Hussein A; Abla, Adib A; Sizdahkhani, Saman; Koduri, Sravanthi; Atallah, Elias; Karadimas, Spyridon; Gooch, M Reid; Rosenwasser, Robert H; Stapleton, Christopher; Koch, Matthew; Srinivasan, Visish M; Chen, Peng R; Blackburn, Spiros; Bulsara, Ketan; Kim, Louis J; Choudhri, Omar; Pukenas, Bryan; Orbach, Darren; Smith, Edward; Mosimann, Pascal J; Alaraj, Ali; Aziz-Sultan, Mohammad A; Patel, Aman B; Savardekar, Amey; Notarianni, Christina; Cuellar, Hugo H; Lawton, Michael; Guthikonda, Bharat; Morcos, Jacques; Jabbour, Pascal; ,
BACKGROUND:Cerebral arteriovenous malformations (AVMs) are complex vascular lesions that pose a risk for hemorrhagic stroke. The number of draining veins has recently emerged as a significant predictor of rupture risk. This multicenter study aimed to evaluate the outcomes in adult AVM patients with single versus multiple draining veins. METHODS:We conducted a retrospective analysis of 735 AVM patients from the Multicenter International Study for Treatment of Brain AVMs (MISTA) database. Patients were categorized into single draining vein (n = 430) and multiple draining veins (n = 305) groups. Logistic and linear regression models were used to assess outcomes, adjusting for baseline characteristics, including age, rupture status, Spetzler-Martin grade, and other relevant factors. RESULTS:After adjustment, no significant differences were observed in complete AVM obliteration at last follow-up between the multiple and single draining veins groups (OR: 1.1; 95 % CI: 0.72-1.93, p = 0.49) after any treatment type. Good functional outcomes at last follow-up (mRS 0-2) were similar between the two groups (OR: 1.00; 95 % CI: 0.48-2.09, p = 0.98), as were retreatment rates (OR: 1.68; 95 % CI: 0.74-3.83, p = 0.21). Ruptured AVMs were more common in the single draining vein group (52.0 % vs. 35.4 %, p < 0.001). Patients in the multiple draining vein group had lower odds of hemorrhagic complications compared to the single vein group (OR: 0.38; 95 % CI: 0.14-1.02, p = 0.05). CONCLUSION/CONCLUSIONS:Single draining vein AVMs were more likely to present with rupture, but no significant differences in obliteration rates, functional outcomes, or retreatment rates were found between the groups after adjustment. These findings suggest that while venous drainage patterns may influence initial presentation, they do not appear to affect overall treatment success or patient prognosis after any treatment type. Further studies are needed to confirm.
PMID: 40262450
ISSN: 1878-5883
CID: 5830152
Spetzler-martin grade IV cerebral arteriovenous malformations in adult patients: a propensity-score matched analysis of resection and stereotactic radiosurgery
Tos, Salem M; Osama, Mahmoud; Mantziaris, Georgios; Hajikarimloo, Bardia; Adeeb, Nimer; Kandregula, Sandeep; Salim, Hamza Adel; Musmar, Basel; Ogilvy, Christopher S; Kondziolka, Douglas; Dmytriw, Adam A; Naamani, Kareem El; Abdelsalam, Ahmed; Kumbhare, Deepak; Gummadi, Sanjeev; Ataoglu, Cagdas; Essibayi, Muhammed Amir; Erginoglu, Ufuk; Keles, Abdullah; Muram, Sandeep; Sconzo, Daniel; Riina, Howard; Rezai, Arwin; Pöppe, Johannes; Sen, Rajeev D; Kim, Louis J; Alwakaa, Omar; Griessenauer, Christoph J; Jabbour, Pascal; Tjoumakaris, Stavropoula I; Burkhardt, Jan-Karl; Starke, Robert M; Baskaya, Mustafa K; Sekhar, Laligam N; Levitt, Michael R; Altschul, David J; Haranhalli, Neil; McAvoy, Malia; Abushehab, Abdallah; Aslan, Assala; Swaid, Christian; Abla, Adib; Stapleton, Christopher; Koch, Matthew; Srinivasan, Visish M; Chen, Peng R; Blackburn, Spiros; Choudhri, Omar; Pukenas, Bryan; Orbach, Darren; Smith, Edward; Möhlenbruch, Markus; Alaraj, Ali; Aziz-Sultan, Ali; Patel, Aman B; Savardekar, Amey; Cuellar, Hugo H; Dlouhy, Kathleen; El Ahmadieh, Tarek; Lawton, Michael; Siddiqui, Adnan; Morcos, Jacques; Guthikonda, Bharat; Sheehan, Jason
Spetzler-Martin Grade IV arteriovenous malformations (AVMs) are challenging due to high risks associated with both treatment and natural progression. This study compares the outcomes of microsurgical resection and stereotactic radiosurgery (SRS) in high-grade AVMs, analyzing obliteration rates, complications, and functional outcomes. A retrospective cohort of 96 patients treated with either microsurgical resection (33 patients) or SRS (63 patients) was analyzed. Propensity-score matching was employed to account for baseline variables such as AVM size (cm), preoperative embolization and rupture status. Primary endpoints included AVM obliteration, complication rates, and modified Rankin Scale (mRS) scores. After matching, 31 patients per group were analyzed. Microsurgical resection achieved significantly higher obliteration rates (87.1%) compared to SRS (32.3%, p < 0.001). In the matched SRS cohort (n = 31), the actuarial obliteration rates were 11% (95% CI: 0-22%) at 1 year, 17% (95% CI: 0-31%) at 3 years, and 43% (95% CI: 13-63%) at 5 years post-treatment. Complication rates were similar (32.3% resection, 38.7% SRS, p = 0.6). Functional outcomes in terms of improvement in modified Rankin Scale (mRS) scores were observed in 50.0% of microsurgery patients and 41.4% of SRS patients. However, the absolute number of patients improving was similar (13 vs. 12), and the microsurgery group had more cases of worsening mRS scores compared to the SRS group (4 vs. 2). The difference was not statistically significant (p = 0.4). Microsurgical resection offers superior obliteration rates for high-grade AVMs with comparable complication risks to SRS. SRS remains a valuable alternative for select patients, particularly those ineligible for resection. Future research should focus on optimizing multimodal treatment approaches. Clinical trial number Not applicable.
PMCID:11955433
PMID: 40159532
ISSN: 1437-2320
CID: 5818632
Multicenter analysis of flow diversion for recurrent/persistent intracranial aneurysms after stent-assisted coiling
Salem, Mohamed M; Helal, Ahmed; Gajjar, Avi A; Sioutas, Georgios; El Naamani, Kareem; Heiferman, Daniel M; Lylyk, Ivan; Levine, Alex; Renieri, Leonardo; Monteiro, Andre; Salih, Mira; Abbas, Rawad; Abdelsalam, Ahmed; Desai, Sohum; Saber, Hamidreza; Catapano, Joshua S; Borg, Nicholas; Lanzino, Giuseppe; Brinjikji, Waleed; Tanweer, Omar; Spiotta, Alejandro M; Park, Min S; Dumont, Aaron S; Arthur, Adam S; Kim, Louis J; Levitt, Michael R; Kan, Peter; Hassan, Ameer E; Limbucci, Nicola; Colby, Geoffrey P; Wolfe, Stacey Q; Raz, Eytan; Hanel, Ricardo; Shapiro, Maskim; Siddiqui, Adnan H; Ares, William J; Ogilvy, Christopher S; Levy, Elad I; Thomas, Ajith J; Srinivasan, Visish M; Starke, Robert M; Ducruet, Andrew F; Tjoumakaris, Stavropoula I; Jankowitz, Brian; Albuquerque, Felipe C; Nelson, Peter Kim; Riina, Howard; Lylyk, Pedro; Lopes, Demetrius Klee; Jabbour, Pascal; Burkhardt, Jan Karl
BACKGROUND:Flow-diverter stents (FDS) have become the standard of care for a wide range of intracranial aneurysms, but their efficacy/safety in the context of recurrent/recanalized aneurysms following stent-assisted coiling (SAC) is not well established. We evaluate the outcomes of FDS retreatment in a large multicenter cohort. METHODS:We retrospectively analyzed data from 118 patients across 22 institutions who underwent FDS retreatment for recurrent/persistent aneurysms after SAC (2008-22). The primary outcome was angiographic occlusion status at last follow-up, categorized as complete (100%), near-complete (90-99%), or incomplete (<90%) occlusion. Secondary outcomes included procedural complications and clinical outcomes measured by the modified Rankin Scale (mRS). RESULTS:A total of 118 patients (median age 57, 74.6% female) with median follow-up of 15.3 months were identified. Complete occlusion was achieved in 62.5% and near-complete occlusion in 25%. FDS deployment within the pre-existing stent was successful in 98.3% of cases. Major complications occurred in 3.4% of cases, including postoperative aneurysmal rupture with resultant mortality (1.6%) and thromboembolic events with long-term disability (1.6%). Favorable clinical outcomes (mRS 0-2) were observed in 95.1% of patients. Wider aneurysm neck diameter was a significant predictor of incomplete occlusion (adjusted OR (aOR) 1.23 per mm, P=0.044), with male sex trending towards association with non-occlusion (aOR 3.2, P=0.07), while baseline hypertension was associated with complete occlusion (aOR 0.32, P=0.048). CONCLUSIONS:FDS treatment for recurrent/residual aneurysms after SAC represents a viable treatment option for these challenging cases with acceptable safety and reasonable occlusion rates, although lower than de novo FDS occlusion rates.
PMID: 40139781
ISSN: 1759-8486
CID: 5816182
Spetzler-Martin grade I and II cerebral arteriovenous malformations: a propensity-score matched analysis of resection and stereotactic radiosurgery in adult patients
Tos, Salem M; Osama, Mahmoud; Mantziaris, Georgios; Hajikarimloo, Bardia; Adeeb, Nimer; Kandregula, Sandeep; Dmytriw, Adam A; Salim, Hamza Adel; Musmar, Basel; Naamani, Kareem El; Ogilvy, Christopher; Kondziolka, Douglas; Abdelsalam, Ahmed; Kumbhare, Deepak; Gummadi, Sanjeev; Ataoglu, Cagdas; Erginoglu, Ufuk; Essibayi, Muhammed Amir; Keles, Abdullah; Muram, Sandeep; Sconzo, Daniel; Riina, Howard; Rezai, Arwin; Pöppe, Johannes; Sen, Rajeev D; Alwakaa, Omar; Griessenauer, Christoph J; Jabbour, Pascal; Tjoumakaris, Stavropoula I; Burkhardt, Jan-Karl; Starke, Robert M; Baskaya, Mustafa; Sekhar, Laligam N; Levitt, Michael R; Altschul, David J; Haranhalli, Neil; McAvoy, Malia; Aslan, Assala; Abushehab, Abdallah; Swaid, Christian; Abla, Adib; Stapleton, Christopher; Koch, Matthew; Srinivasan, Visish M; Chen, Peng R; Blackburn, Spiros; Dannenbaum, Mark J; Choudhri, Omar; Pukenas, Bryan; Orbach, Darren; Smith, Edward; Möhlenbruch, Markus; Alaraj, Ali; Aziz-Sultan, Ali; Patel, Aman B; Cuellar, Hugo H; Lawton, Michael; Morcos, Jacques; Guthikonda, Bharat; Sheehan, Jason
Cerebral arteriovenous malformations (AVMs) are congenital vascular anomalies that can lead to severe complications, including hemorrhage and neurological deficits. This study compares the outcomes of microsurgical resection and stereotactic radiosurgery (SRS) for SM grade I and II AVMs. Out of a large multicenter registry, we identified 180 matched patients with SM grade I and II AVMs treated with either microsurgical resection or SRS between 2010 and 2023. The primary outcomes were AVM obliteration rates and complications; secondary outcomes included neurological status and functional outcomes measured by the modified Rankin Scale (mRS). Propensity score matching (PSM) was utilized to ensure comparability between treatment groups. After PSM, 90 patients were allocated to each treatment group. Significant differences were observed in complete obliteration rates, with resection achieving higher rates compared to SRS in overall cases (97.8% vs. 60.0%, p < 0.001), unruptured AVMs (100% vs. 58.3%, p < 0.001), and ruptured AVMs (95.2% vs. 61.9%, p < 0.001). Functional improvement rates were similar between the groups for overall cases (67.2% in resection vs. 66.7% in SRS, p = 0.95), unruptured AVMs (55.2% in resection vs. 55.6% in SRS, p > 0.9), and ruptured AVMs (78.1% in resection vs. 74.1% in SRS, p = 0.7). Symptomatic complication rates were identical between the groups (11.1% each, p > 0.9), while permanent complication rates were comparable (6.7% in resection vs. 5.6% in SRS, p = 0.8). Resection demonstrated significantly higher complete obliteration rates compared to SRS across all cases, including unruptured and ruptured AVMs. Functional improvement rates were similar between the two treatment groups, with no significant differences in symptomatic or permanent complication rates.
PMCID:11868255
PMID: 40016553
ISSN: 1437-2320
CID: 5801302
Outcomes of arteriovenous malformation patients with multiple versus single feeders: A multicenter retrospective study with propensity-score matching
Musmar, Basel; Adeeb, Nimer; Abdalrazeq, Hammam; Roy, Joanna M; Tjoumakaris, Stavropoula I; Salim, Hamza Adel; Kondziolka, Douglas; Sheehan, Jason; Ogilvy, Christopher S; Riina, Howard; Kandregula, Sandeep; Dmytriw, Adam A; El Naamani, Kareem; Abdelsalam, Ahmed; Ironside, Natasha; Kumbhare, Deepak; Ataoglu, Cagdas; Essibayi, Muhammed Amir; Keles, Abdullah; Muram, Sandeep; Sconzo, Daniel; Rezai, Arwin; Alwakaa, Omar; Tos, Salem M; Erginoglu, Ufuk; Pöppe, Johannes; Sen, Rajeev D; Griessenauer, Christoph J; Burkhardt, Jan-Karl; Starke, Robert M; Baskaya, Mustafa K; Sekhar, Laligam N; Levitt, Michael R; Altschul, David J; McAvoy, Malia; Aslan, Assala; Abushehab, Abdallah; Swaid, Christian; Abla, Adib A; Sizdahkhani, Saman; Koduri, Sravanthi; Atallah, Elias; Karadimas, Spyridon; Gooch, M Reid; Rosenwasser, Robert H; Stapleton, Christopher; Koch, Matthew; Srinivasan, Visish M; Chen, Peng R; Blackburn, Spiros; Cochran, Joseph; Choudhri, Omar; Pukenas, Bryan; Orbach, Darren; Smith, Edward; Mosimann, Pascal J; Alaraj, Ali; Aziz-Sultan, Mohammad A; Patel, Aman B; Cuellar, Hugo H; Lawton, Michael; Guthikonda, Bharat; Morcos, Jacques; Jabbour, Pascal
INTRODUCTION/UNASSIGNED:The impact of multiple feeding arteries on clinical outcomes of cerebral arteriovenous malformations (AVMs) is not well understood. This study aims to compare outcomes between AVMs with multiple versus single feeding arteries. PATIENTS AND METHODS/UNASSIGNED:Data from the Multicenter International Study for Treatment of Brain AVMs (MISTA) consortium were analyzed. Propensity score matching (PSM) was used to balance cohorts. Subgroup analysis was conducted for ruptured and unruptured AVMs and different treatment options, and multivariable logistic regression was applied to assess the impact of feeding artery origin. RESULTS/UNASSIGNED: = 0.002). DISCUSSION AND CONCLUSION/UNASSIGNED:AVMs with a single feeding artery were more likely to present with rupture, but no significant differences in obliteration rates or complications were observed between the groups after PSM. These findings suggest that while the number of feeding arteries may influence the initial presentation, it does not appear to impact overall treatment success or patient prognosis. Further prospective studies are needed to confirm these findings.
PMCID:11830163
PMID: 39953956
ISSN: 2396-9881
CID: 5794072
Comparative Outcomes of Arteriovenous Malformations treatment in Eloquent versus Non-Eloquent Brain: A Multicenter Study with Propensity-Score Weighting
Musmar, Basel; Adeeb, Nimer; Abdalrazeq, Hammam; Salim, Hamza A; Roy, Joanna M; Aslan, Assala; Tjoumakaris, Stavropoula I; Ogilvy, Christopher; Baskaya, Mustafa K; Kondziolka, Douglas; Sheehan, Jason; Riina, Howard; Kandregula, Sandeep; Dmytriw, Adam; Abushehab, Abdallah; El Naamani, Kareem; Abdelsalam, Ahmed; Ironside, Natasha; Kumbhare, Deepak; Gummadi, Sanjeev; Ataoglu, Cagdas; Essibayi, Muhammed Amir; Keles, Abdullah; Muram, Sandeep; Sconzo, Daniel; Rezai, Arwin; Alwakaa, Omar; Tos, Salem M; Mantziaris, Georgios; Park, Min S; Hanalioglu, Sahin; Erginoglu, Ufuk; Pöppe, Johannes; Sen, Rajeev D; Griessenaur, Christoph; Burkhardt, Jan-Karl; Starke, Robert M; Sekhar, Laligam N; Levitt, Michael R; Altschul, David; Haranhalli, Neil; McAvoy, Malia; Zeineddine, Hussein A; Abla, Adib A; Atallah, Elias; Gooch, Michael Reid; Rosenwasser, Robert H; Stapleton, Christopher J; Koch, Matthew; Srinivasan, Visish M; Chen, Peng Roc; Blackburn, Spiros; Bulsara, Ketan; Kim, Louis J; Choudhri, Omar; Pukenas, Bryan; Smith, Edward; Mosimann, Pascal J; Alaraj, Ali; Aziz-Sultan, Mohammad Ali; Patel, Aman B; Savardekar, Amey Rajan; Notarianni, Christina; Cuellar, Hugo; Lawton, Michael T; Guthikonda, Bharat; Morcos, Jacques; Jabbour, Pascal
BACKGROUND:Arteriovenous malformations (AVMs) are complex vascular anomalies with a high risk of hemorrhage and neurological deficits, especially when located in eloquent brain regions. The eloquence of an AVM location is a critical factor in the treatment planning, influencing both the risk of complications and long-term functional outcomes. This study aims to compare outcomes between eloquent and non-eloquent AVMs. METHODS:This multicenter, retrospective study utilized data from the Multicenter International Study for Treatment of Brain AVMs (MISTA) consortium. Patients with eloquent and non-eloquent AVMs were compared on baseline characteristics, angiographic outcomes, and functional outcomes using the modified Rankin Scale (mRS). Propensity score weighting (IPTW) was applied to adjust for confounding variables. RESULTS:The study included 1,013 patients, with 498 (49.2%) AVMs located in eloquent regions and 515 (50.8%) in non-eloquent regions. In unadjusted analysis, eloquent AVMs had lower complete obliteration rates (67.6% vs. 79.5%, OR: 0.53, 95% CI: 0.39-0.72, p < 0.001) and higher complication rates (24.5% vs. 19.0%, OR: 1.38, 95% CI: 1.02-1.86, p = 0.03) compared to non-eloquent AVMs. After IPTW adjustment, eloquent AVMs continued to show significantly higher odds of overall complications (OR: 1.68, 95% CI: 1.12-2.52, p = 0.01) and symptomatic complications (OR: 1.77, 95% CI: 1.12-2.80, p = 0.01). Secondary analysis within the eloquent group indicated that embolization was linked to an elevated risk of complications. Surgery and radiosurgery showed comparable functional outcomes at last follow-up and complications rates with higher complete obliteration rates in surgery. CONCLUSION/CONCLUSIONS:AVMs in eloquent brain areas present higher risks of complications and lower obliteration rates, emphasizing the need for cautious, individualized treatment planning. Within the eloquent group, embolization increased the risk of complications, while surgery and radiosurgery showed comparable functional outcomes at last follow-up and complication rates with higher complete obliteration rates in surgery. These findings highlight the importance of location in AVM management and support further research focusing on comparing treatment strategies for AVMs in eloquent brain areas.
PMID: 39948730
ISSN: 1747-4949
CID: 5793892
Atypical Carotid Webs: An Elusive Etiology of Ischemic Stroke
Grin, Eric A; Raz, Eytan; Shapiro, Maksim; Sharashidze, Vera; Negash, Bruck; Wiggan, Daniel D; Belakhoua, Sarra; Sangwon, Karl L; Ishida, Koto; Torres, Jose; Kelly, Sean; Lillemoe, Kaitlyn; Sanger, Matthew; Chung, Charlotte; Kvint, Svetlana; Baranoski, Jacob; Zhang, Cen; Kvernland, Alexandra; Rostansksi, Sara; Rethana, Melissa J; Riina, Howard A; Nelson, Peter K; Rutledge, Caleb; Zagzag, David; Nossek, Erez
Typical carotid webs are nonatherosclerotic shelf-like projections of fibromyxoid tissue extending from the posterior wall of the proximal internal carotid artery (ICA). Carotid webs may precipitate acute embolic stroke, especially in younger patients. We describe our experience with pathology-proven carotid webs of atypical appearance, or atypical carotid webs (ACWs), a subset of carotid webs exhibiting abnormal location, morphology, or association with atherosclerotic changes. Our electronic medical record database was queried for all imaging impressions containing "carotid web," "shelf," or "protrusion" from 2018-2024. Imaging was reviewed by an experienced neuroradiologist and neurosurgeon. Patients with typical carotid webs or those with different diagnoses (e.g. dissection/thrombus) were excluded. Twenty-seven patients were treated for typical carotid webs; 24 were treated with carotid endarterectomy (CEA) and had pathology-confirmed webs. Five patients (three male) were identified to have ACWs and included in this report. Mean age was 43.6 years. All ACWs were identified by computed tomography angiography (CTA). All patients presented with acute ischemic stroke or transient ischemic attack (TIA). One web was located on the anterior ICA wall, three were of abnormal morphology different from a "shelf-like" projection, and one was associated with atherosclerotic change. No patients experienced a further stroke or TIA following CEA. ACWs may precipitate ischemic stroke and can be treated and definitively diagnosed with CEA. Due to their unusual appearance, ACWs may evade radiographic identification or be misdiagnosed. As ACWs have not been previously reported in the literature, awareness of their existence must be raised to increase their detection and treatment.
PMID: 39952403
ISSN: 1878-8769
CID: 5794012
Efficacy and safety of preoperative embolization in surgical treatment of brain arteriovenous malformations: a multicentre study with propensity score matching
Salim, Hamza; Hamdan, Dawoud; Adeeb, Nimer; Kandregula, Sandeep; Aslan, Assala; Musmar, Basel; Ogilvy, Christopher S; Dmytriw, Adam A; Abdelsalam, Ahmed; Ataoglu, Cagdas; Erginoglu, Ufuk; Kondziolka, Douglas; El Naamani, Kareem; Sheehan, Jason; Ironside, Natasha; Kumbhare, Deepak; Gummadi, Sanjeev; Essibayi, Muhammed Amir; Tos, Salem M; Keles, Abdullah; Muram, Sandeep; Sconzo, Daniel; Rezai, Arwin; Alwakaa, Omar; Pöppe, Johannes; Sen, Rajeev D; Baskaya, Mustafa K; Griessenauer, Christoph J; Jabbour, Pascal; Tjoumakaris, Stavropoula I; Atallah, Elias; Riina, Howard; Abushehab, Abdallah; Swaid, Christian; Burkhardt, Jan-Karl; Starke, Robert M; Sekhar, Laligam N; Levitt, Michael R; Altschul, David J; Haranhalli, Neil; McAvoy, Malia; Abla, Adib; Stapleton, Christopher; Koch, Matthew J; Srinivasan, Visish M; Chen, Peng Roc; Blackburn, Spiros; Cochran, Joseph; Choudhri, Omar; Pukenas, Bryan; Orbach, Darren B; Smith, Edward R; Moehlenbruch, Markus; Mosimann, Pascal J; Alaraj, Ali; Aziz-Sultan, Mohammad Ali; Patel, Aman B; Yedavalli, Vivek; Wintermark, Max; Savardekar, Amey; Cuellar, Hugo H; Lawton, Michael T; Morcos, Jacques J; Guthikonda, Bharat
BACKGROUND:Brain arteriovenous malformations (AVMs) are abnormal connections between feeding arteries and draining veins, associated with significant risks of haemorrhage, seizures and other neurological deficits. Preoperative embolization is commonly used as an adjunct to microsurgical resection, with the aim of reducing intraoperative complications and improving outcomes. However, the efficacy and safety of this approach remain controversial. METHODS:This study is a subanalysis of the Multicenter International Study for Treatment of Brain AVMs consortium. We retrospectively analysed 486 patients with brain AVMs treated with microsurgical resection between January 2010 and December 2023. Patients were divided into two groups: those who underwent microsurgery alone (n=245) and those who received preoperative embolization, followed by microsurgery (n=241). Propensity score matching was employed, resulting in 288 matched patients (144 in each group). The primary outcomes were rates of complete AVM obliteration and functional outcomes (measured by the modified Rankin Scale (mRS)). Secondary outcomes included complication rates, mortality, hospital length of stay and postsurgical rupture. RESULTS:After matching, the complete obliteration rate was 97% with no significant difference between the microsurgery-only group and the preoperative embolization group (p=0.12). The proportion of patients with an mRS score of 0-2 at the last follow-up was similar in both groups (83% vs 84%; p=0.67). The median hospital stay was significantly longer for the embolisation group (9 days vs 7 days; p=0.017). Complication rates (24% vs 22%; p=0.57) and mortality rates (4.9% vs 2.1%; p=0.20) were comparable between the two groups. No significant differences were observed in postsurgical rupture, recurrence or retreatment rates. CONCLUSIONS:In this large multicentre study, preoperative embolization did not significantly improve AVM obliteration rates, functional outcomes or reduce complications compared with microsurgery alone.
PMID: 39915091
ISSN: 1468-330x
CID: 5784312
A comparative analysis of microsurgical resection versus stereotactic radiosurgery for Spetzler-Martin grade III arteriovenous malformations: A multicenter propensity score matched study
Tos, Salem M; Hajikarimloo, Bardia; Osama, Mahmoud; Mantziaris, Georgios; Adeeb, Nimer; Kandregula, Sandeep; Salim, Hamza Adel; Musmar, Basel; Ogilvy, Christopher; Kondziolka, Douglas; Dmytriw, Adam A; El Naamani, Kareem; Abdelsalam, Ahmed; Kumbhare, Deepak; Gummadi, Sanjeev; Ataoglu, Cagdas; Essibayi, Muhammed Amir; Erginoglu, Ufuk; Keles, Abdullah; Muram, Sandeep; Sconzo, Daniel; Riina, Howard; Rezai, Arwin; Pöppe, Johannes; Sen, Rajeev D; Alwakaa, Omar; Griessenauer, Christoph J; Jabbour, Pascal; Tjoumakaris, Stavropoula I; Burkhardt, Jan-Karl; Starke, Robert M; Baskaya, Mustafa K; Sekhar, Laligam N; Levitt, Michael R; Altschul, David J; Haranhalli, Neil; McAvoy, Malia; Abushehab, Abdallah; Aslan, Assala; Swaid, Christian; Abla, Adib; Stapleton, Christopher; Koch, Matthew; Srinivasan, Visish M; Chen, Peng R; Blackburn, Spiros; Cochran, Joseph; Choudhri, Omar; Pukenas, Bryan; Orbach, Darren; Smith, Edward; Möhlenbruch, Markus; Alaraj, Ali; Aziz-Sultan, Ali; Dlouhy, Kathleen; El Ahmadieh, Tarek; Patel, Aman B; Savardekar, Amey; Cuellar, Hugo H; Lawton, Michael; Guthikonda, Bharat; Morcos, Jacques; Sheehan, Jason
BACKGROUND:Spetzler-Martin (SM) Grade III brain arteriovenous malformations (BAVMs) represent a transitional risk zone between low- and high-grade BAVMs, characterized by diverse angioarchitecture. The primary treatment options are endovascular embolization, microsurgical resection (MS), and stereotactic radiosurgery (SRS). This study compares the efficacy and outcomes of MS and SRS. METHODS:We conducted a multicenter, retrospective study involving patients from the MISTA database with SM Grade III BAVMs treated with MS or SRS between 2010 and 2023. Propensity matching was based on age, favorable modified Rankin Score (mRS) at presentation, nidus size, rupture status, location depth, and eloquence. RESULTS:, p = 0.6) were similar. MS showed higher obliteration rates (93.3 %) compared to SRS (46.7 %) at the last follow-up (p < 0.001). The median time to obliteration post-SRS was 31.5 months (IQR: 15.3-60.0). SRS obliteration rates were 19 %, 29 %, and 59 % at 24, 36, and 60 months, respectively. Overall complication rates (MS: 30 % vs. SRS: 20 %, p = 0.4) and permanent complications (MS: 10 % vs. SRS: 13.3 %, p > 0.9) were similar. Hemorrhage occurred once in the MS group and none in the SRS (p > 0.9). Favorable outcomes (mRS 0-2) were higher with SRS than MS (93.3 % vs 80.0 %, p = 0.3), with one AVM-related mortality in the MS group. CONCLUSION/CONCLUSIONS:MS and SRS are viable treatments for SM Grade III BAVMs. Treatment choice should be individualized by a multidisciplinary team, considering patient goals.
PMID: 39642799
ISSN: 1872-6968
CID: 5800382
Medical large language models are vulnerable to data-poisoning attacks
Alber, Daniel Alexander; Yang, Zihao; Alyakin, Anton; Yang, Eunice; Rai, Sumedha; Valliani, Aly A; Zhang, Jeff; Rosenbaum, Gabriel R; Amend-Thomas, Ashley K; Kurland, David B; Kremer, Caroline M; Eremiev, Alexander; Negash, Bruck; Wiggan, Daniel D; Nakatsuka, Michelle A; Sangwon, Karl L; Neifert, Sean N; Khan, Hammad A; Save, Akshay Vinod; Palla, Adhith; Grin, Eric A; Hedman, Monika; Nasir-Moin, Mustafa; Liu, Xujin Chris; Jiang, Lavender Yao; Mankowski, Michal A; Segev, Dorry L; Aphinyanaphongs, Yindalon; Riina, Howard A; Golfinos, John G; Orringer, Daniel A; Kondziolka, Douglas; Oermann, Eric Karl
The adoption of large language models (LLMs) in healthcare demands a careful analysis of their potential to spread false medical knowledge. Because LLMs ingest massive volumes of data from the open Internet during training, they are potentially exposed to unverified medical knowledge that may include deliberately planted misinformation. Here, we perform a threat assessment that simulates a data-poisoning attack against The Pile, a popular dataset used for LLM development. We find that replacement of just 0.001% of training tokens with medical misinformation results in harmful models more likely to propagate medical errors. Furthermore, we discover that corrupted models match the performance of their corruption-free counterparts on open-source benchmarks routinely used to evaluate medical LLMs. Using biomedical knowledge graphs to screen medical LLM outputs, we propose a harm mitigation strategy that captures 91.9% of harmful content (F1 = 85.7%). Our algorithm provides a unique method to validate stochastically generated LLM outputs against hard-coded relationships in knowledge graphs. In view of current calls for improved data provenance and transparent LLM development, we hope to raise awareness of emergent risks from LLMs trained indiscriminately on web-scraped data, particularly in healthcare where misinformation can potentially compromise patient safety.
PMID: 39779928
ISSN: 1546-170x
CID: 5782182